• norsk
    • English
  • English 
    • norsk
    • English
  • Login
View Item 
  •   Home
  • Øvrige samlinger
  • Publikasjoner fra CRIStin - NTNU
  • View Item
  •   Home
  • Øvrige samlinger
  • Publikasjoner fra CRIStin - NTNU
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.

User-independent Accelerometer Gesture Recognition for Participatory Mobile Music

Roma, Gerard; Xambo Sedo, Anna; Freeman, Jason
Journal article, Peer reviewed
Accepted version
View/Open
Roma (Locked)
URI
http://hdl.handle.net/11250/2611642
Date
2018
Metadata
Show full item record
Collections
  • Institutt for musikk [237]
  • Publikasjoner fra CRIStin - NTNU [19849]
Original version
Journal of The Audio Engineering Society. 2018, 66 (6), 430-438.   10.17743/jaes.2018.0026
Abstract
The general adoption of smartphones, and the rapid development and implementation of new web standards supporting their capabilities, have created a promising platform for participatory music. In this paper we analyze the use of accelerometer gesture recognition in this context, which brings the issue of generalizing to multiple users. We describe Handwaving, a system based on neural networks for real-time gesture recognition and sonification on mobile browsers. We evaluate the system using a multi-user dataset. Our results show that training with data from multiple users improves classification accuracy, supporting the use of the proposed algorithm for user-independent gesture recognition. Finally, we describe our experiences in participatory music using the system.
Publisher
Audio Engineering Society
Journal
Journal of The Audio Engineering Society

Contact Us | Send Feedback

Privacy policy
DSpace software copyright © 2002-2019  DuraSpace

Service from  Unit
 

 

Browse

ArchiveCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsDocument TypesJournalsThis CollectionBy Issue DateAuthorsTitlesSubjectsDocument TypesJournals

My Account

Login

Statistics

View Usage Statistics

Contact Us | Send Feedback

Privacy policy
DSpace software copyright © 2002-2019  DuraSpace

Service from  Unit